Comparison
deep-research vs exa-mcp-server
Verdict
Pick deep-research if deep-research is an AI-powered research assistant that leverages search engines, web scraping, and large language models to conduct iterative and in-depth exploration of topics; pick exa-mcp-server if the exa-mcp-server is centered around web search and crawling activities using TypeScript, leveraging the Model Context Protocol (MCP) for its operations.
Markdown twin · deep-research alternatives · exa-mcp-server alternatives
GraphCanon updated Sep 20, 2026
15views this month
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Trust & integrity
| Signal | deep-research | exa-mcp-server |
|---|---|---|
| Maintenance | Slowing (129d since push) As of Aug 19, 2026 · github_public_v1 | Active (29d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Aug 19, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- deep-research
- An AI-powered research assistant that refines its topic focus over time using search engines, web scraping, and large language models.
- exa-mcp-server
- Platform for web search and crawling using Model Context Protocol.
Stars
- deep-research
- 20k
- exa-mcp-server
- 5.0k
Forks
- deep-research
- 2.0k
- exa-mcp-server
- 394
Open issues
- deep-research
- 93
- exa-mcp-server
- 47
Language
- deep-research
- TypeScript
- exa-mcp-server
- TypeScript
Adopt for
- deep-research
- Deep-research is an AI-powered research assistant that leverages search engines, web scraping, and large language models to conduct iterative and in-depth exploration of topics.
- exa-mcp-server
- The exa-mcp-server is centered around web search and crawling activities using TypeScript, leveraging the Model Context Protocol (MCP) for its operations.
Persona
- deep-research
- -
- exa-mcp-server
- -
Runtime
- deep-research
- -
- exa-mcp-server
- -
License
- deep-research
- MIT
- exa-mcp-server
- MIT
Last pushed
- deep-research
- Apr 11, 2026
- exa-mcp-server
- Aug 21, 2026
Categories
- deep-research
- AI Agents, Data & Retrieval
- exa-mcp-server
- Data & Retrieval
Trust and health
Maintenance
- deep-research
- Slowing (36%)
- exa-mcp-server
- Active (82%)
Days since push
- deep-research
- 129d
- exa-mcp-server
- 29d
Open issues (now)
- deep-research
- 93
- exa-mcp-server
- 47
Stars delta
- deep-research
- +195 (30d)
- exa-mcp-server
- +255 (30d)
Open issues delta
- deep-research
- +3 (30d)
- exa-mcp-server
- +8 (30d)
Owner type
- deep-research
- User
- exa-mcp-server
- Organization
OSV dependency advisories
- deep-research
- Published findings
- exa-mcp-server
- No lockfile (source not queried)
Full report
- deep-research
- Trust report
- exa-mcp-server
- Trust report
Choose deep-research if…
- Requirements: Requires Docker.
- Tags unique to deep-research: agent, ai, gpt, o3-mini.
- Also covers AI Agents.
- When you need a tool that can refine its topic focus over time through repeated iterations.
When NOT to use deep-research
- When you prefer a language other than TypeScript, as deep-research specifically requires a Node.js environment.
- If your use case does not necessitate the use of both Firecrawl and OpenAI APIs, preferring instead solutions with more API flexibility or that do not require API keys.
Choose exa-mcp-server if…
- Tags unique to exa-mcp-server: code-search, crawling, model-context-protocol, web-search.
- exa-mcp-server ships an MCP server manifest.
- Use when needing a specialized platform for web searches and crawls that integrates with MCP.
When NOT to use exa-mcp-server
- Avoid for environments strictly requiring support from languages other than TypeScript as there is no alternative language implementation available in the repository.
- Not recommended for scenarios where integration with technologies outside of MCP is essential to workflow as this server tightly binds operations to the MCP.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (dzhng/deep-research) · observed Sep 20, 2026
- GitHub forks (dzhng/deep-research) · observed Sep 20, 2026
- Last push (dzhng/deep-research) · observed Apr 11, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (exa-labs/exa-mcp-server) · observed Sep 20, 2026
- GitHub forks (exa-labs/exa-mcp-server) · observed Sep 20, 2026
- Last push (exa-labs/exa-mcp-server) · observed Aug 21, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: deep-research 20k · exa-mcp-server 5.0k (synced Sep 20, 2026).
Common questions
- What is the difference between deep-research and exa-mcp-server?
- deep-research: An AI-powered research assistant that refines its topic focus over time using search engines, web scraping, and large language models.. exa-mcp-server: Platform for web search and crawling using Model Context Protocol.. See the comparison table for live GitHub stats and shared categories.
- When should I choose deep-research over exa-mcp-server?
- Choose deep-research over exa-mcp-server when Requirements: Requires Docker; Tags unique to deep-research: agent, ai, gpt, o3-mini; Also covers AI Agents; When you need a tool that can refine its topic focus over time through repeated iterations.
- When should I choose exa-mcp-server over deep-research?
- Choose exa-mcp-server over deep-research when Tags unique to exa-mcp-server: code-search, crawling, model-context-protocol, web-search; exa-mcp-server ships an MCP server manifest; Use when needing a specialized platform for web searches and crawls that integrates with MCP.
- When should I avoid deep-research?
- When you prefer a language other than TypeScript, as deep-research specifically requires a Node.js environment. If your use case does not necessitate the use of both Firecrawl and OpenAI APIs, preferring instead solutions with more API flexibility or that do not require API keys.
- When should I avoid exa-mcp-server?
- Avoid for environments strictly requiring support from languages other than TypeScript as there is no alternative language implementation available in the repository. Not recommended for scenarios where integration with technologies outside of MCP is essential to workflow as this server tightly binds operations to the MCP.
- Is deep-research or exa-mcp-server more popular on GitHub?
- deep-research has more GitHub stars (19,571 vs 5,032). Stars measure visibility, not whether either tool fits your constraints.
- Are deep-research and exa-mcp-server open source?
- Yes - both are open-source projects on GitHub (deep-research: MIT, exa-mcp-server: MIT).
- Where can I find alternatives to deep-research or exa-mcp-server?
- GraphCanon lists graph-backed alternatives at deep-research alternatives and exa-mcp-server alternatives (deep-research markdown twin, exa-mcp-server markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, deep-research or exa-mcp-server?
- deep-research: Slowing. exa-mcp-server: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for deep-research and exa-mcp-server?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: deep-research trust report; exa-mcp-server trust report.